Abstract
Late-eighteenth century science tends to dismiss the search for the true causes of natural phenomena and tries instead to offer a quantifiable and eventually mathematical account of them. By taking the debates on electricity during that period as a case study, this paper aims to ascertain whether, and to what extent, later more quantified and even mathematized approaches are directly supported or continuously connected with earlier approaches. In order to do so, we take into account a relatively large pool of early modern works devoted to electricity and contextualize them within a much larger corpus of natural philosophy works. By using a computational approach, we then represent these two corpora as networks based on similarity measures derived from how language is used in each work. Network representation helps us to investigate the place and impact of several works within our corpus, extract information on possible trends, and select key samples for close reading. Based on our results, we surmise that the effort towards mathematization does not arise from having dismissed the quest for the actual physical causes of phenomena, nor is it necessarily correlated with a more skeptical or instrumental attitude towards the knowledge attainable in natural philosophy.